Validating DIY flex sensors?

Once the DIY sensor is working, Is there a method to validate the sensor? How do I compare the performance of this sensor with commercially available ones? Most papers in different journals put reliability as a parameter to show the performance of DIY sensors, but they actually do not compare with commercially existing sensors. What parameters do you consider when you want to compare the DIY sensors to commercially existing ones?

Thanks in advance.